Benchmark

Version 1.0

Evaluation done based on Water-Meter image data of both rectangle and round faces (107 images)

Model Evaluation

Model	Description	Accuracy (%)
Water Meter Detection Model	Detects the water meter from the input image	96.22
OCR Model	Recognizes the Digits	76.47
Overall Accuracy	Overall accuracy of the system	73.58

Character Evaluation

Numbers	Total Count	Correct Count	Accuracy (%)
0	197	188	95.43
1	85	80	94.12
2	58	53	91.38
3	69	63	91.3
4	65	62	95.38
5	57	50	87.72
6	51	43	84.31
7	52	48	92.31
8	48	40	83.33
9	59	50	84.75

Overall Accuracy based on True detection of numbers = 90 %